- Drive the team's goals and technical direction to pursue opportunities that make your larger organization more efficient
- Effectively communicate complex features and systems in detail
- Understand industry & company-wide trends to help assess & develop new technologies
- Partner & collaborate with organization leaders to help improve the level of performance of the team & organization
- Identify new opportunities for the larger organization & influence the appropriate people for staffing/prioritizing these new ideas
- Suggest, collect and synthesize requirements and create an effective feature roadmap
- Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules-based models
- Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)
- Experience leading projects with industry-wide impact
- Vast experience communicating and working across functions to drive solutions
- Proven track record of planning multi-year roadmap in which shorter-term projects ladder to the long term-vision
- Experience in driving large cross-functional/industry-wide engineering efforts
- Significant experience in programming languages (Python, C++, Java, or R) with a technical background
- Significant experience in mentoring/influencing senior engineers across organizations
- Significant experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, NLP, data mining, or artificial intelligence
- B.S. Computer Science or related technical field
- Experience in shipping products to millions of customers or have started a new line of product
- Experience with Hadoop/HBase/Pig or MapReduce/Sawzall/Bigtable/Hive/Spark
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